Run final frozen V121 evaluator - #9
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Fresh isolated evaluation-only PR with no concurrency lock. Reuses the exact prepared artifact and complete 128-shard embedding set. The only infrastructure repair is allowing NumPy to deserialize the frozen string arrays. No scientific change.